The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 21, 2026

Filed:

Sep. 07, 2023
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Atul Kumar, Bangalore, IN;

Adya Jha, Bengaluru, IN;

Saurabh Jha, Austin, TX (US);

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorney:
Int. Cl.
CPC ...
G06V 30/19 (2022.01); G06T 5/70 (2024.01); G06T 7/13 (2017.01);
U.S. Cl.
CPC ...
G06V 30/19147 (2022.01); G06T 5/70 (2024.01); G06T 7/13 (2017.01); G06V 30/19133 (2022.01);
Abstract

One example method includes obtaining a text-based document, identifying annotations in the text-based document, and retaining those annotations, converting the text-based document to an image, processing the image, creating simulated label data by integrating the processed image with the annotations, and using the processed simulated label data to train a machine learning model of an OCR (optical character recognition) system. The processed image is a lower quality version of the text-based document that was used to create the image.


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